Gayrat Dadamirzaev

Master's thesis

Regression analysis on tests results for diabetes diagnosis using R

Regression analysis on tests results for diabetes diagnosis using R
Abstract:
In multivariate analysis, such as multiple linear regression, unusual points in dataset may influence on fitting of regression model, i.e. may affect on overall estimation results of model and statistical significance of coefficients. Especially, when dataset is full of outliers, it is a question on how to deal with such outlier points in order to avoid violations of regression assumptions and to keep …more
Abstract:
In multivariate analysis, such as multiple linear regression, unusual points in dataset may influence on fitting of regression model, i.e. may affect on overall estimation results of model and statistical significance of coefficients. Especially, when dataset is full of outliers, it is a question on how to deal with such outlier points in order to avoid violations of regression assumptions and to keep …more
 
 
Language used: English
Date on which the thesis was submitted / produced: 8. 10. 2019

Thesis defence

  • Date of defence: 26. 8. 2020
  • Supervisor: Karel Helman
  • Reader: Milan Bašta

Citation record

Full text of thesis

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http://www.vse.cz/vskp/eid/81188

Vysoká škola ekonomická v Praze

Master programme / field:
Kvantitativní metody v ekonomice / Quantitative Economic Analysis

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